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DBMS > Alibaba Cloud MaxCompute vs. Apache Druid vs. Geode vs. Google Cloud Bigtable vs. Hive

Vergleich der Systemeigenschaften Alibaba Cloud MaxCompute vs. Apache Druid vs. Geode vs. Google Cloud Bigtable vs. Hive

Redaktionelle Informationen bereitgestellt von DB-Engines
NameAlibaba Cloud MaxCompute  Xaus Vergleich ausschliessenApache Druid  Xaus Vergleich ausschliessenGeode  Xaus Vergleich ausschliessenGoogle Cloud Bigtable  Xaus Vergleich ausschliessenHive  Xaus Vergleich ausschliessen
KurzbeschreibungMaxCompute (previously known as ODPS) is a general purpose, fully managed, multi-tenancy data processing platform for large-scale data warehousingOpen-source analytics data store designed for sub-second OLAP queries on high dimensionality and high cardinality dataGeode is a distributed data container, pooling memory, CPU, network resources, and optionally local disk across multiple processesGoogle's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail.Data Warehouse Software zum Abfragen und Verwalten großer verteilter Datenmengen beispielsweise in Hadoop
Primäres DatenbankmodellRelational DBMS infoa graph-processing framework is available with the graphs being stored in tablesRelational DBMS
Time Series DBMS
Key-Value StoreWide Column StoreRelational DBMS
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte0,83
Rang#190  Overall
#91  Relational DBMS
Punkte3,81
Rang#92  Overall
#48  Relational DBMS
#6  Time Series DBMS
Punkte1,61
Rang#140  Overall
#26  Key-Value Stores
Punkte4,27
Rang#85  Overall
#6  Wide Column Stores
Punkte83,31
Rang#14  Overall
#9  Relational DBMS
Websitewww.alibabacloud.com/­product/­maxcomputedruid.apache.orggeode.apache.orgcloud.google.com/­bigtablehive.apache.org
Technische Dokumentationwww.alibabacloud.com/­help/­product/­27797.htmdruid.apache.org/­docs/­latest/­designgeode.apache.org/­docscloud.google.com/­bigtable/­docscwiki.apache.org/­confluence/­display/­Hive/­Home
EntwicklerAlibabaApache Software Foundation and contributorsOriginally developed by Gemstone. They outsourced the project to Apache in 2015 but still deliver a commercial version as Gemfire.GoogleApache Software Foundation infoUrsprünglich von Facebook entwickelt
Erscheinungsjahr20162012200220152012
Aktuelle Version0.21.0, April 20211.1, February 20173.1.2, August 2019
Lizenz infoCommercial or Open SourcekommerziellOpen Source infoApache license v2Open Source infoApache Version 2; commercial licenses available as GemfirekommerziellOpen Source infoApache Version 2
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarjaneinneinjanein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
ImplementierungsspracheJavaJavaJava
Server BetriebssystemegehostetLinux
OS X
Unix
Alle Betriebssysteme mit einer Java VM infothe JDK (8 or later) is also requiredgehostetAlle Betriebssysteme mit einer Java VM
Datenschemajaja infoschema-less columns are supportedschemafreischemafreija
Typisierung infovordefinierte Datentypen, z.B. float oder datejajajaneinja
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinneinneinnein
Sekundärindizesneinjaneinneinja
SQL infoSupport of SQLSQL-like query languageSQL for queryingSQL-like query language (OQL)neinSQL-like DML and DDL statements
APIs und andere ZugriffskonzepteFluentd
Flume
MaxCompute Console
JDBC
RESTful HTTP/JSON API
Java Client API
Memcached Protokoll
RESTful HTTP API
gRPC (using protocol buffers) API
HappyBase (Python library)
HBase compatible API (Java)
JDBC
ODBC
Thrift
Unterstützte ProgrammiersprachenJavaClojure
JavaScript
PHP
Python
R
Ruby
Scala
.Net
All JVM based languages
C++
Groovy
Java
Scala
C#
C++
Go
Java
JavaScript (Node.js)
Python
C++
Java
PHP
Python
Server-seitige Scripts infoStored Proceduresuser defined functions infoin Javaneinbenutzerdefinierte Funktionenneinja infoBenutzerdefinierte Funktion und Map-Reduce Integration
Triggersneinneinja infoCache Event Listenersneinnein
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenSharding infoImplicit feature of the cloud serviceSharding infomanual/auto, time-basedShardingShardingSharding
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja infoImplicit feature of the cloud serviceja, durch HDFS, S3 oder andere Storage EnginesMulti-Source ReplikationInternal replication in Colossus, and regional replication between two clusters in different zonesfrei wählbarer Replikationsfaktor
MapReduce infoBietet ein API für Map/Reduce Operationenjaneinneinjaja infoAbfragen werden als MapReduce Jobs behandelt
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyImmediate ConsistencyEventual ConsistencyImmediate consistency (for a single cluster), Eventual consistency (for two or more replicated clusters)Eventual Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren Datenmanipulationenneinneinyes, on a single nodeAtomic single-row operationsnein
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajajajaja
Durability infoDauerhafte Speicherung der Datenjajajajaja
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenneinneinjanein
Berechtigungskonzept infoZugriffskontrolleAccess rights for users and rolesRBAC using LDAP or Druid internals for users and groups for read/write by datasource and systemAccess rights per client and object definableAccess rights for users, groups and roles based on Google Cloud Identity and Access Management (IAM)Zugriffsrechte für Benutzer, Gruppen und Rollen

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Weitere Ressourcen
Alibaba Cloud MaxComputeApache DruidGeodeGoogle Cloud BigtableHive
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